Gaussian-Bernoulli Boltzmann machine
GPTKB entity
Statements (21)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
energy-based model
probabilistic graphical model Boltzmann machine variant |
| gptkbp:application |
data compression
image modeling speech modeling |
| gptkbp:canLearnMove |
contrastive divergence
|
| gptkbp:hasHiddenUnitsType |
Bernoulli
|
| gptkbp:hasVisibleUnitsType |
gptkb:Gaussian
|
| gptkbp:hiddenDataType |
binary
|
| https://www.w3.org/2000/01/rdf-schema#label |
Gaussian-Bernoulli Boltzmann machine
|
| gptkbp:inputDataType |
continuous
|
| gptkbp:introducedIn |
2006
|
| gptkbp:proposedBy |
gptkb:Geoffrey_Hinton
|
| gptkbp:relatedTo |
gptkb:Deep_Belief_Network
gptkb:Restricted_Boltzmann_machine |
| gptkbp:usedFor |
dimensionality reduction
unsupervised learning feature learning |
| gptkbp:bfsParent |
gptkb:Boltzmann_machines
|
| gptkbp:bfsLayer |
7
|